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Compositional Editing on BlenderBench

30.45PLBlenderAlchemy
8.225213.995119.76525.5349Jan 16, 2026

Evaluation results

MethodLinks
BlenderAlchemyBase Model=Qwen3-VL-8B, Setting=best-of-12026.0130.4523.910.64
GPT-4oSetting=One-Shot2026.0130.1438.690.25
BlenderAlchemyBase Model=Qwen3-VL-8B, Setting=best-of-42026.0123.6215.670.93
Qwen3-VL-8BSetting=One-Shot2026.0122.8122.981.25
BlenderAlchemyBase Model=GPT-4o, Setting=best-of-42026.0120.6225.790.56
BlenderAlchemyBase Model=GPT-4o, Setting=best-of-12026.0119.626.10.67
VIGABase Model=GPT-4o, Setting=best-of-12026.0114.5117.911.53
VIGABase Model=GPT-4o, Setting=best-of-42026.0112.6222.841.61
VIGABase Model=Qwen3-VL-8B, Setting=best-of-12026.0111.356.862.25
VIGABase Model=Qwen3-VL-8B, Setting=best-of-42026.019.086.942.02